| 2019 | A Benchmark Framework to Evaluate Energy Disaggregation Solutions. Nikolaos Symeonidis, Christoforos Nalmpantis, Dimitris Vrakas |
| 2019 | A Deep Dense Neural Network for Bankruptcy Prediction. Stamatios-Aggelos N. Alexandropoulos, Christos K. Aridas, Sotiris B. Kotsiantis, Michael N. Vrahatis |
| 2019 | A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning. Andreea-Iulia Patachi, Florin Leon, Doina Logofatu |
| 2019 | A Hybrid Approach for the Fighting Game AI Challenge: Balancing Case Analysis and Monte Carlo Tree Search for the Ultimate Performance in Unknown Environment. Gia Thuan Lam, Doina Logofatu, Costin Badica |
| 2019 | A Machine Hearing Framework for Real-Time Streaming Analytics Using Lambda Architecture. Konstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis |
| 2019 | A Meta-multicriteria Approach to Estimate Drought Vulnerability Based on Fuzzy Pattern Recognition. Mike Spiliotis, Ana Iglesias, Luis Garrote |
| 2019 | A New Generalized Neuron Model Applied to DNA Microarray Classification. Beatriz A. Garro, Roberto Antonio Vázquez |
| 2019 | A Probabilistic Graph-Based Method to Improve Recommender System Accuracy. Nima Joorabloo, Mahdi Jalili, Yongli Ren |
| 2019 | A Robust Deep Ensemble Classifier for Figurative Language Detection. Rolandos Alexandros Potamias, Georgios Siolas, Andreas Stafylopatis |
| 2019 | Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting. Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski |
| 2019 | Bioinspired Early Prediction of Earthquakes Inferred by an Evolving Fuzzy Neural Network Paradigm. Mario Malcangi, Marco Malcangi |
| 2019 | Canonical Correlation Analysis Framework for the Reduction of Test Time in Industrial Manufacturing Quality Tests. Paul Alexandru Bucur, Philipp Hungerländer |
| 2019 | Classification of Sounds Indicative of Respiratory Diseases. Stavros Ntalampiras, Ilyas Potamitis |
| 2019 | Comparison of Network Intrusion Detection Performance Using Feature Representation. Daniel Pérez, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez |
| 2019 | Convolutional Neural Network for Detection of Building Contours Using Multisource Spatial Data. George Papadopoulos, Nikolaos Vassilas, Anastasios L. Kesidis |
| 2019 | Cyber Security Incident Handling, Warning and Response System for the European Critical Information Infrastructures (CyberSANE). Spyridon Papastergiou, Haralambos Mouratidis, Eleni-Maria Kalogeraki |
| 2019 | Deep Learning and Change Detection for Fall Recognition. Sotiris K. Tasoulis, Georgios I. Mallis, Spiros V. Georgakopoulos, Aristidis G. Vrahatis, Vassilis P. Plagianakos, Ilias G. Maglogiannis |
| 2019 | Engineering Applications of Neural Networks - 20th International Conference, EANN 2019, Hersonissos, Crete, Greece, May 24-26, 2019, Proceedings John MacIntyre, Lazaros S. Iliadis, Ilias Maglogiannis, Chrisina Jayne |
| 2019 | Enhanced Feature Selection for Facial Expression Recognition Systems with Genetic Algorithms. Kennedy Chengeta |
| 2019 | Enhancing Disaster Response for Hazardous Materials Using Emerging Technologies: The Role of AI and a Research Agenda. Jaziar Radianti, Ioannis M. Dokas, Kees Boersma, Nadia Saad Noori, Nabil Belbachir, Stefan Stieglitz |
| 2019 | Evolutionary Optimization on Artificial Neural Networks for Predicting the User's Future Semantic Location. Antonios Karatzoglou |
| 2019 | Eye Disease Prediction from Optical Coherence Tomography Images with Transfer Learning. Arka Bhowmik, Sanjay Kumar, Neeraj Bhat |
| 2019 | Fault Diagnosis in Direct Current Electric Motors via an Artificial Neural Network. Theofanis I. Aravanis, Tryfon-Chrysovalantis I. Aravanis, Polydoros N. Papadopoulos |
| 2019 | Global Minimum Depth in Edwards-Anderson Model. Iakov M. Karandashev, Boris Kryzhanovsky |
| 2019 | Image Classification Using Deep Neural Networks: Transfer Learning and the Handling of Unknown Images. Vedang Chauhan, Keyur D. Joshi, Brian W. Surgenor |
| 2019 | Imaging Time-Series for NILM. Lamprini Kyrkou, Christoforos Nalmpantis, Dimitris Vrakas |
| 2019 | Imbalanced Datasets Resampling Through Self Organizing Maps and Genetic Algorithms. Marco Vannucci, Valentina Colla |
| 2019 | Improvement of Routing in Opportunistic Communication Networks of Vehicles by Unsupervised Machine Learning. Ladislava Smítková Janku, Katerina Hyniova |
| 2019 | Learnae: Distributed and Resilient Deep Neural Network Training for Heterogeneous Peer to Peer Topologies. Spyridon Nikolaidis, Ioannis Refanidis |
| 2019 | Learning Meaningful Sentence Embedding Based on Recursive Auto-encoders. Amal Bouraoui, Salma Jamoussi, Abdelmajid Ben Hamadou |
| 2019 | Machine Learning Approach for Drone Perception and Control. Yograj S. Mandloi, Yoshinobu Inada |
| 2019 | Modelling of Compressors in an Industrial CO _2 -Based Operational Cooling System Using ANN for Energy Management Purposes. Sven Myrdahl Opalic, Morten Goodwin, Lei Jiao, Henrik Kofoed Nielsen, Mohan Lal Kolhe |
| 2019 | Obstacle Detection Based on Generative Adversarial Networks and Fuzzy Sets for Computer-Assisted Navigation. George Dimas, Charis Ntakolia, Dimitrios K. Iakovidis |
| 2019 | On Predicting Bottlenecks in Wavefront Parallel Video Coding Using Deep Neural Networks. Natalia Panagou, Panagiotis Oikonomou, Panos K. Papadopoulos, Maria G. Koziri, Thanasis Loukopoulos, Dimitrios K. Iakovidis |
| 2019 | Outlier Detection in Temporal Spatial Log Data Using Autoencoder for Industry 4.0. Lukas Kaupp, Ulrich Beez, Jens Hülsmann, Bernhard G. Humm |
| 2019 | Predicting Customer Churn Using Artificial Neural Network. Sanjay Kumar, Manish Kumar |
| 2019 | Pruning Extreme Wavelets Learning Machine by Automatic Relevance Determination. Paulo Vitor de Campos Souza, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Augusto Junio Guimarães |
| 2019 | Recognizing Human Actions Using 3D Skeletal Information and CNNs. Antonios Papadakis, Eirini Mathe, Ioannis Vernikos, Apostolos Maniatis, Evaggelos Spyrou, Phivos Mylonas |
| 2019 | Reservoir Computing Approaches Applied to Energy Management in Industry. Valentina Colla, Ismael Matino, Stefano Dettori, Silvia Cateni, Ruben Matino |
| 2019 | Severe Asthma Exacerbations Prediction Using Neural Networks. Arthur Silveira, Cristian E. Muñoz, Leonardo A. F. Mendoza |
| 2019 | Signal2Vec: Time Series Embedding Representation. Christoforos Nalmpantis, Dimitris Vrakas |
| 2019 | Staircase Detection Using a Lightweight Look-Behind Fully Convolutional Neural Network. Dimitrios E. Diamantis, Dimitra-Christina C. Koutsiou, Dimitrios K. Iakovidis |
| 2019 | Stock Price Movements Classification Using Machine and Deep Learning Techniques-The Case Study of Indian Stock Market. Nagaraj Naik, Biju R. Mohan |
| 2019 | Students' Performance Prediction Model Using Meta-classifier Approach. Hasniza Hassan, Syahid Anuar, Nor Bahiah Ahmad |
| 2019 | Study of Stock Return Predictions Using Recurrent Neural Networks with LSTM. Nagaraj Naik, Biju R. Mohan |
| 2019 | The Power of the "Pursuit" Learning Paradigm in the Partitioning of Data. Abdolreza Shirvani, B. John Oommen |
| 2019 | Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers. Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Perfecto Reguera, Ignacio Díaz Blanco, Manuel Domínguez |